The Pentagon’s main supplier of space rockets on Thursday moved a step closer to selecting a new engine from a company run by Jeff Bezos, but won’t decide until next year whether to use that or a rival motor.

The United Launch Alliance LLC joint venture between Boeing Co. and Lockheed Martin Corp. needs to replace the Russian-made engines that send most military and intelligence satellites into orbit, and prepare for competition in...